Acerca de este Curso
4.6
348 ratings
72 reviews
This course covers the design, acquisition, and analysis of Functional Magnetic Resonance Imaging (fMRI) data. A book related to the class can be found here: https://leanpub.com/principlesoffmri...
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Fechas límite flexibles

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Sugerido: 5 hours/week

Aprox. 12 horas para completar
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English

Subtítulos: English

Habilidades que obtendrás

StatisticsStatistical AnalysisStatistical ModelPreprocessor
Globe

Cursos 100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Calendar

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Clock

Sugerido: 5 hours/week

Aprox. 12 horas para completar
Comment Dots

English

Subtítulos: English

Programa - Qué aprenderás en este curso

1

Sección
Clock
2 horas para completar

Week 1

This week we will introduce fMRI, and talk about data acquisition and reconstruction. ...
Reading
8 videos (Total: 82 min), 2 readings, 1 quiz
Video8 videos
Module 2: Goals of fMRI Analysis12m
Module 3: fMRI Data Structure6m
Module 4.1: Psychological Inference Part 111m
Module 4.2: Psychological Inference Part 28m
Module 5: Basic Understanding of MR Physics11m
Module 6: Forming an Image10m
Module 7: K Space11m
Reading2 lecturas
Syllabus10m
Principles of fMRI Book10m
Quiz1 ejercicio de práctica
Quiz 126m

2

Sección
Clock
2 horas para completar

Week 2

This week we will discuss the fMRI signal, experimental design and pre-processing. ...
Reading
9 videos (Total: 100 min), 1 quiz
Video9 videos
Module 9: fMRI Artifacts and Types of Noise11m
Module 10.1: Spatial and Temporal Resolution of Bold Part 17m
Module 10.2: Spatial and Temporal Resolution of Bold Part 2 13m
Module 11: Experimental Design13m
Module 12.1: Kinds of Designs Part 111m
Module 12.2: Kinds of Designs Part 2 8m
Module 13: Pre-Processing of fMRI Data10m
Module 14: Pre-Processing (continued)7m
Quiz1 ejercicio de práctica
Quiz 230m

3

Sección
Clock
2 horas para completar

Week 3

This week we will discuss the General Linear Model (GLM)....
Reading
8 videos (Total: 93 min), 1 quiz
Video8 videos
Module 16: Applying GLM to fMRI Data11m
Module 17: Details of Building GLM Models11m
Module 18: Linear Basis Sets11m
Module 19: Filtering a Nuisance Covariance13m
Module 20: GLM Estimation9m
Module 21: Noise Models - AR Models9m
Module 22: Inference - Contrasts and T-tests11m
Quiz1 ejercicio de práctica
Quiz 322m

4

Sección
Clock
2 horas para completar

Week 4

The description goes here...
Reading
7 videos (Total: 77 min), 1 quiz
Video7 videos
Module 24: Group-level Analysis II10m
Module 25: Group-level Analysis III14m
Module 26: Multiple Comparison Problem in fMRI9m
Module 27: FWER Correction16m
Module 28: FDR Correction5m
Module 29: Pitfalls and Multiple Comparisons14m
Quiz1 ejercicio de práctica
Quiz 424m
4.6
Direction Signs

33%

comenzó una nueva carrera después de completar estos cursos
Briefcase

83%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

Principales revisiones

por AMSep 20th 2017

A very good introduction, but you would need some decent knowledge in statistics to fully understand the methods part. Standard undergrad psychology courses in statistics should be enough.

por FCApr 23rd 2017

Very clear introductory course about fMRI. It touches almost every concept needed to understand an MRI experiment. Many complex topics were explained in a very clear and concise way.

Instructores

Martin Lindquist, PhD, MSc

Professor, Biostatistics
Bloomberg School of Public Health | Johns Hopkins University

Tor Wager

PhD
Department of Psychology and Neuroscience, The Institute of Cognitive Science | University of Colorado at Boulder

Acerca de Johns Hopkins University

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

Acerca de University of Colorado Boulder

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies....

Preguntas Frecuentes

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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